Giuseppe Alessio D'Inverno
Scholar

Giuseppe Alessio D'Inverno

Google Scholar ID: JsXiefkAAAAJ
Postdoctoral researcher @ SISSA, Trieste
Graph Neural NetworksPINNsNeural OperatorsSplinesApproximation Theory
Citations & Impact
All-time
Citations
81
 
H-index
4
 
i10-index
2
 
Publications
19
 
Co-authors
36
list available
Resume (English only)
Academic Achievements
  • His PhD thesis focuses on the theoretical analysis of Graph Neural Networks, proving their universal approximation properties and investigating their generalization capabilities.
Research Experience
  • Currently a Postdoc Researcher in Numerical Analysis at SISSA.
Education
  • PhD: Information Engineering & Science from University of Siena in April 2024, supervised by Maria Lucia Sampoli, Franco Scarselli, and Monica Bianchini; B.A. in Violin in November 2015, mentored by Luca Rinaldi.
Background
  • Research Interests: Theoretical analysis of Deep Learning Models and Uncertainty Quantification for Scientific Computing; About me: A Postdoctoral Researcher in Numerical Analysis at SISSA, Trieste, Italy, member of the MathLab group coordinated by Prof. Gianluigi Rozza.
Miscellany
  • Interests include playing various musical instruments (violin, viola, piano, etc.) and hiking.